Tripmining — A Python Module for Mining Trips from Check-in Based Data

Installation

Requires Python3 with pip.

pip install git+https://github.com/LinusDietz/tripmining.git@master

Usage

def mine_trips(person):
    checkins = list()
    for raw_checkin in person.checkins:
        checkin_location = Location(raw_checkin['place_id'], Coordinate(raw_checkin['latitude'], raw_checkin['longitude']), raw_checkin['country_code'])
        checkins.append(Checkin(raw_checkin['user_id'], checkin_location, raw_checkin['local_created_at']))

    traveler = Traveler.from_checkins(checkins, 'dataset_identifier', min_duration=5, min_density=0.2)

    print(traveler)
    for trip in traveler.trips:
        print(trip.to_json())

Authors

• Linus Dietz
• Avradip Sen
• Lukas Vorwerk
• Leonardo Tonetto
• Malintha Adikari